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All in one docker compose with ollama #68
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an all in one docker compose, it start ollama and pull model, when ready it start magic-lists
Ollama 3.2 truncate the prompt, and is therefore not usable without increasing the Ollama prompt size, the all in one docker increase from 4096 to 32768
I keep the model loaded in memory and this has speed up dramatically the playlist creation, it still run on CPU through. Best is to use Ollama native on macOS so it use Metal NPU hardware. This docker is portable and run on linux, windows, macOs
Attention: this require enough RAM to keep the model loaded in memory! otherwise you can comment it
services:
ollama:
image: ollama/ollama
container_name: ollama
environment:
- OLLAMA_CONTEXT_LENGTH=32768 # set max prompt size
- OLLAMA_KEEP_ALIVE=1 # Set this to -1 to keep the model permanently loaded in memory. This eliminates the "load time" delay for every new request.
- OLLAMA_NUM_PARALLEL=4 # For the mac mini M4 Pro/Max specifically, you can increase this (e.g., to 4 or 8) to handle multiple concurrent requests more efficiently.
- OLLAMA_MAX_LOADED_MODELS=1 # ensure the M4 focuses its entire memory bandwidth on a single model for maximum speed.
ports:
- "11434:11434"
volumes:
- ollama:/root/.ollama
ollama-pull:
image: ollama/ollama:latest
container_name: ollama-pull
environment:
# CRITICAL: Tell the puller to connect to the 'ollama' service container
- OLLAMA_HOST=ollama:11434
volumes:
- ollama:/root/.ollama
# Add a small delay to let the server start before pulling
entrypoint: /bin/sh
command: -c "sleep 5 && ollama pull llama3.2"
depends_on:
- ollama
magiclists:
image: rickysynnot/magic-lists-for-navidrome:latest
container_name: magiclists
ports:
- "4545:8000"
environment:
- NAVIDROME_URL=http://IP:4533
- NAVIDROME_USERNAME=YYYYYY
- NAVIDROME_PASSWORD=XXXXXXX
- DATABASE_PATH=/app/data/magiclists.db
- AI_PROVIDER=ollama
- OLLAMA_MODEL=llama3.2
- OLLAMA_BASE_URL=http://IP:11434/v1/chat/completions
security_opt:
- no-new-privileges=true
volumes:
- magiclists:/app/data
- magiclists/payloads:/app/payloads
restart: unless-stopped
depends_on:
- ollama-pull
volumes:
ollama:
magiclists:
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